feedback-driven optimization 1heterogeneous data analytics 1multi-agent collaboration 1natural language query processing 1semantic planning 1
From the 1 of 2 linked papers with an AI index.
1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.DB2026★ 1 cited
AgenticData: An Agentic Data Analytics System for Heterogeneous Data
Ji Sun, Guoliang Li, Peiyao Zhou +3
AgenticData is a system that lets users ask natural‑language questions to automatically analyze heterogeneous structured and unstructured data using a multi‑agent, feedback‑driven…
cs.DB2026
PrepBench: How Far Are We from Natural-Language-Driven Data Preparation?
Jingzhe Xu, Rui Wang, Jiannan Wang +1
Data preparation is a central and time-consuming stage in data analysis workflows. Traditionally, commercial tools have relied on graphical user interfaces (GUIs) to simplify data…